Package for processing color data from images
Project description
ColorStats
Python package for processing color data from images.
Installation
Install colorstats with:
pip install colorstats
Overview
ColorStats allows users to process pixel data from images in order to determine various statistics/attributes of the color composition of images. It also allows users to determine the similarity of a set of images using these statistics.
Functionality/Features
Single Image
- generate the average shade of each general color (red, blue, etc. ) present in an image and their standard deviations
- calculate average saturation and lightness
- calculate the percentage color composition of the image
Sets of Images
- calculate average and standard deviation of saturation and lightness across all images
- calculate similarity based on:
- average shades of colors
- percentage color composition
- average saturation and lightness
- weighted some of the above values
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